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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Slovak

This model is part of our paper called:

  • Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages

Check the Space for more details.

Usage

from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sk")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-sk")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-sk

Space using wietsedv/xlm-roberta-base-ft-udpos28-sk 1

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    82.600
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    79.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.900
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.600
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    53.900
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    35.800
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.800
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    64.800
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    36.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    75.100
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.000
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    93.300
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    85.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    58.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    60.600
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    22.100
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    93.700
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    28.300
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    44.100
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.800
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    40.600
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    42.500
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    70.800
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    28.800
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    86.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    84.600
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    94.300
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    49.800
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    48.100
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    58.100
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    97.500
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    33.900
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    26.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.100
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    59.000
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    33.100
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    62.200
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    46.700
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    27.400
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.900
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.200
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    36.300
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    64.900
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    39.100
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    24.700
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    49.900
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    61.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    45.600
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.900
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    66.700
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.200
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    67.200
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    36.800
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.800
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    94.600
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    48.200
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.000
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.000
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    72.400
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    37.000